- Data
- Information
- Knowledge
- Intelligence
- Action
Methodologies
- Statistical analysis
- Regression
- Classification
- Clustering
- Time series analysis
- Anomaly detection
- NLP
- Distributed ML
- Graph analysis
- Recommender systems
- Neural networks / Deep learning
Data Science Pipeline
- Planning
- Acquisition
- Preparation
- Exploration
- Modeling
- Delivery
- Maintenance